The Mapper Algorithm | Overview & Python Example Code

Published: 03 June 2022
on channel: Shaw Talebi

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This is the second video in a series of three on topological data analysis (TDA). TDA is an on-the-rise data science tool that looks at the shape of data. In this video, I discuss a specific technique under the umbrella of TDA called the Mapper algorithm.

Series Playlist: • Topological Data Analysis (TDA)

📰 Read more: https://medium.datadriveninvestor.com...
💻 Example code: https://github.com/ShawhinT/YouTube-B...

Resources I found helpful:
TDA review: https://www.frontiersin.org/articles/...
white paper: http://www.ayasdi.com/wp-content/uplo...

Introduction - 0:00
7 Bridges of Königsberg - 0:33
Mapper Algorithm (broadly) - 1:59
Mapper Algorithm (details) - 2:55
Example code: EDA of S&P 500 data - 6:02
Mapper Demo - 10:53

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